Algorithmes Non-Paramétriques de Bandits Multi-Bras

Autor: Baudry, D. (Dorian)

Un bandit est un problème d’apprentissage dans lequel un agent choisit séquentiellement de tester une action parmi un ensemble de candidats fixé, collecte une récompense, et met en place une stratégie dans le but de maximiser son gain cumulé.

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______4198::d7e22c977dbaaaa57f8345f7ead59718
http://hdl.handle.net/20.500.12210/79821

From Optimality to Robustness:Dirichlet Sampling Strategies in Stochastic Bandits

Autor: Baudry, D. (Dorian), Saux, P. (Patrick), Maillard, O-A. (Odalric-Ambrym)

The stochastic multi-arm bandit problem has been extensively studied under standard assumptions on the arm's distribution (e.g bounded with known support, exponential family, etc). These assumptions are suitable for many real-world problems but somet

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______4198::b5171ea11ffe4ca0d076a9bff57668c7
http://hdl.handle.net/20.500.12210/57852

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Using Real-World Data to Guide Ustekinumab Dosing Strategies for Psoriasis: A Prospective Pharmacokinetic-Pharmacodynamic Study

Autor: Pan, S., Tsakok, T., Dand, N., Lonsdale, D.O., Loeff, F.C., Bloem, K., de Vries, A., Baudry, D., Duckworth, M., Mahil, S., Pushpa-Rajah, A., Russell, A., Alsharqi, A., Becher, G., Murphy, R., Wahie, S., Wright, A., Griffiths, C.E.M., Reynolds, N.J., Barker, J., Warren, R.B., David Burden, A., Rispens, T., Standing, J.F., Smith, C.H., Benham, M., Evans, I., Hussain, S., Kirby, B., Lawson, L., Mason, K., McElhone, K., Ormerod, A., Owen, C., Barnes, M.R., Di Meglio, P., Emsley, R., Evans, A., Payne, K.

Publikováno v: CTS-CLINICAL AND TRANSLATIONAL SCIENCE, 13(2), 400-409. Wiley-Blackwell
Clinical and Translational Science, Vol 13, Iss 2, Pp 400-409 (2020)
Clinical and Translational Science
Pan, S, Tsakok, T, Dand, N, Lonsdale, D O, Loeff, F C, Bloem, K, de Vries, A, Baudry, D, Duckworth, M, Mahil, S, Pushpa-Rajah, A, Russell, A, Alsharqi, A, Becher, G, Murphy, R, Wahie, S, Wright, A, Griffiths, C E M, Reynolds, N J, Barker, J, Warren, R B, David Burden, A, Rispens, T & Standing, J F & Smith, C H 2020, ' Using Real-World Data to Guide Ustekinumab Dosing Strategies for Psoriasis : A Prospective Pharmacokinetic-Pharmacodynamic Study ', Clinical and Translational Science, vol. 13, no. 2, pp. 400-409 . https://doi.org/10.1111/cts.12725, https://doi.org/10.1111/cts.12725
Pan, S, Tsakok, T, Dand, N, Lonsdale, D O, Loeff, F C, Bloem, K, de Vries, A, Baudry, D, Duckworth, M, Mahil, S, Pushpa-Rajah, A, Russell, A, Alsharqi, A, Becher, G, Murphy, R, Wahie, S, Wright, A, Griffiths, C E M, Reynolds, N J, Barker, J, Warren, R B, David Burden, A, Rispens, T, Standing, J F, Smith, C H, Benham, M, Evans, I, Hussain, S, Kirby, B, Lawson, L, Mason, K, McElhone, K, Ormerod, A, Owen, C, Barnes, M R, Di Meglio, P, Emsley, R, Evans, A & Payne, K 2020, ' Using Real-World Data to Guide Ustekinumab Dosing Strategies for Psoriasis: A Prospective Pharmacokinetic-Pharmacodynamic Study ', Clinical and Translational Science, vol. 13, no. 2, pp. 400-409 . https://doi.org/10.1111/cts.12725

Variation in response to biologic therapy for inflammatory diseases, such as psoriasis, is partly driven by variation in drug exposure. Real-world psoriasis data were used to develop a pharmacokinetic/pharmacodynamic (PK/PD) model for the first-line

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2bcea23ca63518fef3372a4c62f0df85
https://pure.amc.nl/en/publications/using-realworld-data-to-guide-ustekinumab-dosing-strategies-for-psoriasis(356fdda6-87b8-4fbc-8cc1-218c18c81fd8).html

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